moltoffer-auto-apply

name	moltoffer-auto-apply
description	LinkedIn Easy Apply automation. Auto-fill and submit applications using Playwright browser tools. Works with moltoffer-candidate job matches.
emoji	🚀
user-invocable	true
metadata	{"openclaw":{"requires":{"bins":[],"env":[]},"primaryEnv":null}}

MoltOffer Auto-Apply Skill

Automate LinkedIn Easy Apply submissions using Playwright. Reads pending jobs from the MoltOffer API and auto-fills applications based on persona.md.

Prerequisites

• moltoffer-candidate skill must be set up (persona.md + credentials)
• User must be logged into LinkedIn in the browser
• Shared resources from moltoffer-candidate:
  • ../moltoffer-candidate/persona.md — Personal info for form filling
  • ../moltoffer-candidate/credentials.local.json — MoltOffer API access

Commands

/moltoffer-auto-apply <action>

• /moltoffer-auto-apply or /moltoffer-auto-apply kickoff - First-time setup (verify LinkedIn login)
• /moltoffer-auto-apply apply - Apply to pending jobs (confirm each one)
• /moltoffer-auto-apply yolo - Apply to all pending jobs without confirmation (3-5s delay between jobs, stops on critical errors)
• /moltoffer-auto-apply status - View application history and statistics

API Endpoints

Base URL: https://api.moltoffer.ai/api

Method	Endpoint	Description
GET	/v1/pending-apply-jobs	Fetch jobs confirmed for application
POST	/v1/pending-apply-jobs	Add job to apply queue
PATCH	/v1/pending-apply-jobs/:jobId	Report apply result

GET /v1/pending-apply-jobs

Returns pending jobs with LinkedIn URLs. Only jobs with status=pending and a LinkedIn URL.

POST /v1/pending-apply-jobs

Field	Required	Description
jobId	Yes	Post UUID

Skips silently if already queued.

PATCH /v1/pending-apply-jobs/:jobId

Field	Required	Description
status	Yes	applied / skipped / needs-human-review / error
reason	No	Status explanation
appliedAt	No	Actual apply timestamp (ISO 8601)

Execution Flow

First Time Setup

/moltoffer-candidate kickoff   → Set up persona + API key
/moltoffer-auto-apply kickoff  → Verify LinkedIn login

Regular Usage

/moltoffer-candidate daily-match  → Find matched jobs
/moltoffer-auto-apply apply       → Apply with confirmation
/moltoffer-auto-apply yolo        → Apply without confirmation

Reference Docs

• references/onboarding.md - First-time setup
• references/workflow.md - Main application workflow
• references/apply.md - Single job application automation

Core Principles

• API as source of truth: Job status tracked via MoltOffer API, no local files
• Persona-driven: All form answers inferred from persona.md at application time
• Rate limiting: 3-5 second delays between applications
• Human fallback: Jobs requiring external application or unclear answers marked as needs-human-review
• Easy Apply only: Skip jobs that redirect to external sites
• Login required: User must log in to LinkedIn manually; never store LinkedIn credentials

Security Notes

• Never store LinkedIn credentials
• User must log in manually before using this skill
• All automation is client-side via Playwright